Girijesh Prasad

Research output

Research output per year 1995 2003 2006 2008 2009 2010 2011 2014 2015 2016 2017 2018 2019 2023

• 171 Conference contribution
• 91 Article
• 18 Chapter
• 5 Poster
• 11 More
  • 3 Paper
  • 2 Conference article
  • 2 Review article
  • 1 Anthology
  • 1 Abstract
  • 1 Comment/debate
  • 1 Web publication/site

Research output per year

Research output per year

Search results

• 2014

  Adaptive Learning with Covariate Shift-Detection for Non-Stationary Environments

  Raza, H., Prasad, G. & Li, Y., 8 Sept 2014, Unknown Host Publication. IEEE, 8 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  File

  • Covariate 100%
  • Adaptive Learning 100%
  • Covariate Shift 100%
  • Real World System 50%
  • Moving Average Model 50%
  21 Citations (Scopus)

  892 Downloads (Pure)

• Comparing recurrent neural mass models for event related potentials

  Youssofzadeh, V., Wong-Lin, K., Prasad, G. & Naeem, M., 2014, Unknown Host Publication. Unknown Publisher, 1 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

• Computational techniques to study abnormal brain connectivity and dynamics in schizophrenia

  Youssofzadeh, V., Prasad, G. & Wong-Lin, K., 2014, Unknown Host Publication. 1 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

• Covariate Shift-Adaptation Using a Transductive Learning Model for Handling Non-Stationarity in EEG based Brain-Computer Interfaces

  Raza, H., Prasad, G., Li, Y. & Cecotti, H., 2 Nov 2014, Unknown Host Publication. IEEE, 7 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  7 Citations (Scopus)

• Covariate Shift-Adaptation Using a Transductive Learning Model for Handling Non-Stationarity in EEG based Brain-Computer Interfaces

  Haider, R., Prasad, G., Li, Y. & Cecotti, H., 2 Nov 2014, Unknown Host Publication. IEEE, 7 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

• Directed neural connectivity changes in robot-assisted gait training: A partial Granger causality analysis

  Youssofzadeh, V., Zanotto, D., Stegall, P., Naeem, M., Wong-Lin, K., Agrawal, S. & Prasad, G., 2014, Unknown Host Publication. IEEE, p. 6361-6364 4 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  File

  • Granger Causality 100%
  • Gait 100%
  • Brain-Computer Interface 33%
  • Electroencephalography 33%
  • Cerebrovascular Accident 33%
  11 Citations (Scopus)

  236 Downloads (Pure)

• Exploring Gaze-Motor Imagery Hybrid Brain-Computer Interface design

  O'Doherty, D., Meena, Y. K., Raza, H., Cecotti, H. & Prasad, G., 2 Nov 2014, Unknown Host Publication. IEEE, p. 335-339 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access
  9 Citations (Scopus)

• Towards stratifying rehabilitation of stroke patients through measuring causal brain connectivity

  Youssofzadeh, V., Zanotto, D., Stegall, P., Naeem, M., Wong-Lin, K., Agrawal, S. & Prasad, G., 2014, Unknown Host Publication. C-TRIC, 1 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

• Toward Transductive Learning Classifiers for Non-Stationary EEG

  Raza, H., Prasad, G., Li, Y. & Cecotti, H., 26 Aug 2014, Unknown Host Publication. IEEE, 1 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
• 2013

  An approach for in silico modelling of neuromodulation of large-scale brain circuits: application in neuropharmacology

  Joshi, A., McGinnity, T., Prasad, G. & Wong-Lin, K., 2013, Unknown Host Publication. 1 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

• Auditory brain-computer interfacing for successful ageing

  McCreadie, K., Coyle, D. & Prasad, G., 2013, Unknown Host Publication. TMED, 1 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Gaming 100%
  • Successful Aging 100%
  • Spinal Cord Injury 100%
  • Brain-Computer Interface 100%
  • Rhythm 50%

• Dataset Shift Detection in Non-stationary Environments Using EWMA Charts

  Raza, H., Prasad, G. & Li, Y., 13 Oct 2013, Unknown Host Publication. IEEE, p. 3151 -3156 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Data Series 100%
  • Moving Average 100%
  • Time Series Data 100%
  • Exponentially Weighted Moving Average 100%
  • Time Series 100%
  29 Citations (Scopus)

• Intelligent Adaptive User Interfaces for BCI Based Robotic Control

  Gandhi, V., Prasad, G., McGinnity, T., Coyle, D. & Behera, L., 2013, Unknown Host Publication. TU Graz, 2 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  File

  • Brain-Computer Interface 100%
  • User Interfaces 100%
  • Robot Control 14%
  • Motor Imagery 14%
  • Graphical User Interface 14%
  43 Downloads (Pure)

• Motor Imagery BCI Feedback Presented as a 3D VBAP Auditory Asteroids Game

  McCreadie, K., Coyle, D. & Prasad, G., 2013, Unknown Host Publication. TU Graz, 2 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  File

  • Brain-Computer Interface 100%
  • Motor Imagery 100%
  • Basis Vector 100%
  • Computer Interface 100%
  • Auditory Feedback 100%
  40 Downloads (Pure)

• Neural circuit architecture and dynamics of the serotonin-orexin/hypocretin system

  Joshi, A., Jalewa, J., McGinnity, T., Prasad, G., Holscher, C. & Wong-Lin, K., 2013, Unknown Host Publication. Society for Neuroscience, 1 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Serotonin 100%
  • Neural Circuit 100%
  • Orexin 100%
  • Dorsal Raphe Nucleus 27%
  • Lateral Hypothalamus 27%

• Partial Granger causality analysis for brain connectivity based on event related potentials

  Youssofzadeh, V., Prasad, G., Naeem, M. & Wong-Lin, K., 7 Jun 2013, Unknown Host Publication. Frontiers, 1 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
• 2012

  Changes of brain connectivity in social interaction tasks

  Naeem, M., Watson, D., McGinnity, T., Prasad, G., Wong-Lin, K. & Kelso, J., 2012, Unknown Host Publication. IEEE, 1 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Frontal Lobe 100%
  • Social Interaction 100%
  • Decision-Making 100%
  • Decision Making 100%
  • Motor Control 50%

• EEG filtering with Quantum Neural Networks for a Brain-Computer Interface

  Gandhi, V., Prasad, G., Coyle, D., Behera, L. & McGinnity, T., 19 Sept 2012, Unknown Host Publication. University of Warwick, 1 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  File
  35 Downloads (Pure)

• Inter-brain mutual information in social interaction tasks

  Naeem, M., McGinnity, T., Watson, D., Wong-Lin, K., Prasad, G. & Kelso, J., 2012, Unknown Host Publication. IEEE, 4 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  File

  • Mutual Information 100%
  • Interaction Task 100%
  • Social Interaction 100%
  • Decision-Making 50%
  • Independent Component Analysis 50%
  5 Citations (Scopus)

  122 Downloads (Pure)

• Learning to Modulate Sensorimotor Rhythms with Stereo Auditory Feedback for a Brain-Computer Interface

  McCreadie, K., Coyle, D. & Prasad, G., 2012, Unknown Host Publication. IEEE, p. 6711-6714 4 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  File

  • Sensori-motor 100%
  • Rhythm 100%
  • Auditory Feedback 100%
  • Computer Interface 100%
  • Brain-Computer Interface 100%
  8 Citations (Scopus)

  135 Downloads (Pure)

• Mutual information differentiates modes of dyadic social interaction in dual brain recordings

  Naeem, M., McGinnity, T., Watson, D., Wong-Lin, K., Prasad, G. & Kelso, J. A. S., 2012, Unknown Host Publication. Society for Neuroscience, 1 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

• Neural circuit interactions between the dorsal raphe nucleus and the lateral hypothalamus in control and depressed mice

  Jalewa, J., Joshi, A., Wong-Lin, K., McGinnity, T., Prasad, G. & Holscher, C., 2012, Unknown Host Publication. International Neuroinformatics Coordinating Facility, 1 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

• Sensorimotor-rhythm Modulation Feedback with 3D Vector-base Amplitude Panning – A Brain-Computer Interface Pilot Study

  McCreadie, K., Coyle, D. & Prasad, G., Jun 2012, Unknown Host Publication. Institution of Engineering and Technology, 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  File

  • Brain-Computer Interface 100%
  • Rhythm 100%
  • Electroencephalography 25%
  96 Downloads (Pure)
• 2011

  Accurate Link Selection for Web Browsing using Eye Tracker

  George, K., Satti, A. & Prasad, G., 7 Jul 2011, Unknown Host Publication. Ulster University, 1 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  File
  9 Downloads (Pure)

• Adaptive Critic based Redundancy Resolution scheme for Vision based Robot Manipulation

  Patchaikani, P., Behera, L. & Prasad, G., 7 Jul 2011, Unknown Host Publication. Ulster University, 1 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

• Advancing Motor Imagery based BCI and its Applications

  Prasad, G., 7 Jul 2011, Unknown Host Publication. Ulster University, 2 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  File
  30 Downloads (Pure)

• A Mathematical Model to Explore the Interdependence Between the Serotonin and Orexin/Hypocretin Systems

  Joshi, A., Wong-Lin, K., McGinnity, T. & Prasad, G., 30 Aug 2011, IEEE Engineering in Medicine and Biology Society. New York: IEEE, p. 7270-7273 4 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  File

  • Serotonin 100%
  • Orexin 100%
  • Dorsal Raphe Nucleus 44%
  • Hypothalamus 44%
  • Major Depressive Disorder 33%
  12 Citations (Scopus)

  169 Downloads (Pure)

• Analysis of Most Important Parts for Silhouette-Based Gait Recognition

  Yogarajah, P., Condell, J. & Prasad, G., 7 Sept 2011, Unknown Host Publication. IEEE, p. 103-104 2 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  File

  • Gait Recognition 100%
  129 Downloads (Pure)

• An Intelligent Adaptive User Interface (iAUI) for enhancing the communication in a brain-Computer Interface (BCI)

  Gandhi, V., Prasad, G., Coyle, D., Behera, L. & McGinnity, T., 7 Jul 2011, Unknown Host Publication. University of Ulster, Magee Campus, Derry~Londonderry.: Ulster University, 1 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

• A RECURRENT QUANTUM NEURAL NETWORK MODEL ENHANCES THE EEG SIGNAL FOR AN IMPROVED BRAIN-COMPUTER INTERFACE

  Gandhi, V., Arora, V., Behera, L., Prasad, G., Coyle, D. & McGinnity, T., Apr 2011, Unknown Host Publication. Institution of Engineering and Technology, 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Brain-Computer Interface 100%
  • Network Model 100%
  • Recurrent 100%
  • Brain Signal 25%
  • Learning Scheme 25%
  7 Citations (Scopus)

• A Self-Organising Fuzzy Neural Network with Locally Recurrent Self-Adaptive Synapses

  Coyle, D., Prasad, G. & McGinnity, T., 2011, Unknown Host Publication. IEEE, p. 1-8 8 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Fuzzy-Neural System 100%
  • Fuzzy Neural Networks 100%
  • Firing Strength 66%
  • Temporal Information 66%
  • Network Structures 66%
  2 Citations (Scopus)

• A spiking neuronal network model of the dorsal raphe nucleus

  Wong-Lin, K., Prasad, G. & McGinnity, M., 2011, Unknown Host Publication. Elsevier, 8 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  4 Citations (Scopus)

• A Virtual Keyboard with Multi Modal Access for people with disabilities

  Prabhu, V. & Prasad, G., 7 Jul 2011, Unknown Host Publication. Ulster University, 1 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
  21 Citations (Scopus)

• A WIRELESS APPROACH TO DEVICE-FREE LOCALISATION (DFL) FOR INDOOR ENVIRONMENTS

  Vance, P., Prasad, G., Harkin, J. & Curran, K., 2011, Unknown Host Publication. Institution of Engineering and Technology, 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Ambient Assisted Living 100%
  • Daily Activity 100%
  • Home Environment 100%
  • Signal Processing 100%
  • Healthcare Service 100%
  5 Citations (Scopus)

• Designing a Virtual Keyboard with Multi-Modal Access for People with Disabilities

  Prabhu, V. & Prasad, G., 11 Dec 2011, Unknown Host Publication. IEEE, p. 1133-1138 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  File

  • Access 100%
  • Virtual 100%
  • Multi-modal 100%
  • People with Disabilities 100%
  • Keyboard 100%
  208 Downloads (Pure)

• Differential effects of motor coordination context on EEG alpha/mu sub band modulation

  Watson, D., Naeem, M., Prasad, G. & Kelso, J., 2011, Unknown Host Publication. British Neuroscience Association, 1 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

• Differential effects of motor coordination context on EEG alpha/mu sub band modulation

  Watson, D., Naeem, M., Prasad, G. & Kelso, J., 17 Apr 2011, Unknown Host Publication. British Neuroscience Association, 1 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  File
  26 Downloads (Pure)

• EEG denoising with a recurrent quantum neural network for a brain-computer interface

  Gandhi, V., Arora, V., Behera, L., Prasad, G., Coyle, D. & McGinnity, T., 31 Jul 2011, Unknown Host Publication. IEEE, p. 1583-1590 8 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  File

  • Neural Network 100%
  • Computer Interface 100%
  • Unsupervised Learning 100%
  • Non-Gaussian Noise 100%
  • de-noising 100%
  10 Citations (Scopus)

  285 Downloads (Pure)

• Gaussian Mixture Models for Brain Activation Detection from fMRI Data

  Garg, G., Prasad, G., Garg, L. & Coyle, D., 2011, Unknown Host Publication. NFSI & ICBEM, 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Gaussian Mixture Model 100%
  • Functional Magnetic Resonance Imaging 100%
  • Medical Data 33%
  • Image Data 33%
  • Noise Level 33%

• How are circadian rhythms of orexin and serotonin affected by the dorsal raphe nucleus and lateral hypothalamus area interactions?

  Joshi, A., Wong-Lin, K., McGinnity, M. & Prasad, G., 2011, Unknown Host Publication. Frontiers, 1 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

• Influence of social coordination context on EEG mu suppression in normal subjects

  Naeem, M., Watson, D., Prasad, G. & Kelso, J., 2011, Unknown Host Publication. British Neuroscience Association, 1 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

• Motor Imagery Learning using a Brain-Computer Interface with Auditory Feedback

  McCreadie, K., Coyle, D. & Prasad, G., 7 Jul 2011, Unknown Host Publication. Ulster University, p. 21-21 1 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  File
  24 Downloads (Pure)

• On fusion of heart and brain signals for hybrid BCI

  Shahid, S., Prasad, G. & Sinha, R. K., 1 May 2011, Unknown Host Publication. Cancun, Mexico: IEEE, p. 48-52 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Computer Interface 100%
  • Healthy Individual 50%
  • Linear Discriminant Analysis 50%
  • Detection Accuracy 50%
  • Domain Analysis 50%
  13 Citations (Scopus)

• PRWGEI: Poisson random walk based gait recognition

  Yogarajah, P., Condell, J. & Prasad, G., 4 Sept 2011, Unknown Host Publication. IEEE, p. 662-667 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  File

  • Recognition Rate 100%
  • Gait Recognition 100%
  • Gait Energy Image 100%
  • Random Walk 100%
  • Energy Engineering 100%
  18 Citations (Scopus)

  31 Downloads (Pure)

• Recurrent Quantum Neural Network filters EEG signal for an improved Brain-Computer Interface

  Gandhi, V., Behera, L., Prasad, G., Coyle, D. & McGinnity, T., 2011, Unknown Host Publication. 3rd European Conference on Technically Assisted Rehabilitation (TAR 2011), 4 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Brain-Computer Interface 100%
  • Recurrent 100%
  • Network Model 50%
  • Learning Scheme 50%
  • Probability Amplitude 50%

• Self-paced Brain-controlled Wheelchair Methodology with Shared and Automated Assistive Control

  Satti, A., Coyle, D. & Prasad, G., 2011, Unknown Host Publication. IEEE, p. 120-127 8 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Computer Interface 100%
  • Brain-Computer Interface 100%
  • Interface System 66%
  • Classification Accuracy 66%
  • Noise-to-Signal Ratio 66%
  31 Citations (Scopus)
• 2010

  A BISPECTRUM APPROACH TO FEATURE EXTRACTION FOR A MOTOR IMAGERY BASED BRAIN-COMPUTER INTERFACING SYSTEM

  Shahid, S., Sinha, R. & Prasad, G., 2010, Unknown Host Publication. EURASIP, p. 1831-1835 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Brain-Computer Interface 100%
  • Feature Extraction 100%
  • Motor Imagery 100%
  • Interfacing System 100%
  • Gaussians 50%
  13 Citations (Scopus)

• A Bispectrum based feature extraction technique for devising a practical Brain-Computer Interfacing system

  Shahid, S., Sinha, R. & Prasad, G., May 2010, Unknown Host Publication. BCI Society, 2 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

• A Covariate Shift Minimisation Method to Alleviate Non-stationarity Effects for an Adaptive Brain-Computer Interface

  Satti, A., Guan, C., Coyle, D. & Prasad, G., Aug 2010, Unknown Host Publication. IEEE, p. 105-108 4 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access
  40 Citations (Scopus)

• Analysis of Device-free Localisation (DFL) Techniques for Indoor Environments

  Vance, P., Prasad, G., Harkin, J. & Curran, K., Jun 2010, Unknown Host Publication. Institution of Engineering and Technology, 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Daily Activity 100%
  • Home Environment 100%
  • Healthcare Service 100%
  • Indoor Location 100%
  • Clinical Environment 100%
  6 Citations (Scopus)